#CurrencyPairPrediction Challenges in NLP for Finance Challenge Details Domain-Specific Language Finance has unique terms and jargons (“taper tantrum”, “hawkish policy”, etc.). Subtlety A “positive” headline may still be bearish if priced in. Context Same event can have different effects depending on timing. Data Labeling Getting good labeled datasets is hard and expensive. Sarcasm & Hype Especially on social media (e.g., “Yeah right, $TSLA to the moon!”)